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Mindset Established concept

Cognitive Offloading

Hand a skill to the machine often enough and you stop practising it - the individual cost of heavy AI use.

What it is

Cognitive offloading is shifting mental work onto a tool - calculators, GPS, now AI. The cost: skills you stop practising fade.

Not brain rot

You may have heard this called brain rot - Oxford's 2024 Word of the Year. The term overreaches for AI: 'rot' implies damage done to you, but the evidence shows skill fade from lost practice.

The fix

Not abstinence but deliberate practice: keep some hard thinking unassisted, treat AI as a sparring partner, and decide which skills you will not let fade.

The individual twin of the Pipeline Problem

One erodes a person's capability, the other a firm's supply of senior people. They look alike and need different responses.

When to use  When you or your team lean on AI daily, to decide which skills to keep sharp.

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